{"id":37442,"date":"2025-01-28T18:00:39","date_gmt":"2025-01-28T10:00:39","guid":{"rendered":"https:\/\/17aitech.com\/?p=37442"},"modified":"2025-01-28T18:00:39","modified_gmt":"2025-01-28T10:00:39","slug":"%e5%bc%95%e5%85%a5%e9%95%bf%e6%80%9d%e7%bb%b4%e9%93%be%ef%bc%81%e5%be%ae%e4%bf%a1%e5%9f%ba%e4%ba%8e%e9%98%bf%e9%87%8c%e5%8d%83%e9%97%ae%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%90%9e%e5%87%ba%e4%b8%aa%e7%bf%bb","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37442","title":{"rendered":"\u5f15\u5165\u957f\u601d\u7ef4\u94fe\uff01\u5fae\u4fe1\u57fa\u4e8e\u963f\u91cc\u5343\u95ee\u5927\u6a21\u578b\u641e\u51fa\u4e2a\u7ffb\u8bd1\u7248o1"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-12-26-8\" target=\"_blank\">\u5f15\u5165\u957f\u601d\u7ef4\u94fe\uff01\u5fae\u4fe1\u57fa\u4e8e\u963f\u91cc\u5343\u95ee\u5927\u6a21\u578b\u641e\u51fa\u4e2a\u7ffb\u8bd1\u7248o1<\/a><\/p>\n<p>\u6700\u8fd1\uff0c\u7c7b o1 \u6a21\u578b\u7684\u51fa\u73b0\uff0c\u9a8c\u8bc1\u4e86\u957f\u601d\u7ef4\u94fe (CoT) \u5728\u6570\u5b66\u548c\u7f16\u7801\u7b49\u63a8\u7406\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u3002\u5728\u957f\u601d\u8003\uff08long thought\uff09\u7684\u5e2e\u52a9\u4e0b\uff0cLLM \u503e\u5411\u4e8e\u63a2\u7d22\u3001\u53cd\u601d\u548c\u81ea\u6211\u6539\u8fdb\u63a8\u7406\u8fc7\u7a0b\uff0c\u4ee5\u83b7\u5f97\u66f4\u51c6\u786e\u7684\u7b54\u6848\u3002<\/p>\n<p>\u5728\u6700\u8fd1\u7684\u4e00\u9879\u7814\u7a76\u4e2d\uff0c\u5fae\u4fe1 AI \u7814\u7a76\u56e2\u961f\u63d0\u51fa\u4e86 DRT-o1\uff0c\u5c06\u957f CoT \u7684\u6210\u529f\u5f15\u5165\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1 (MT)\u3002\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u6709\u4e24\u4e2a\u5173\u952e\u70b9\uff1a<\/p>\n<ul>\n<li>\n<section>\u4e00\u662f\u9002\u5408\u5728\u673a\u5668\u7ffb\u8bd1\u4e2d\u4f7f\u7528\u957f\u601d\u8003\u7684\u7ffb\u8bd1\u573a\u666f\uff1a\u5e76\u4e0d\u662f\u6240\u6709\u7684\u573a\u666f\u90fd\u9700\u8981\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u957f\u601d\u8003\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u7b80\u5355\u7684\u8868\u8fbe\uff0c\u76f4\u8bd1\u5c31\u53ef\u4ee5\u6ee1\u8db3\u5927\u591a\u6570\u9700\u6c42\uff0c\u800c\u957f\u601d\u8003\u7684\u7ffb\u8bd1\u53ef\u80fd\u6ca1\u6709\u5fc5\u8981\uff1b<\/section>\n<\/li>\n<li>\n<section>\u4e8c\u662f\u4e00\u79cd\u80fd\u591f\u5408\u6210\u5177\u6709\u957f\u601d\u8003\u80fd\u529b\u7684\u673a\u5668\u7ffb\u8bd1\u6570\u636e\u7684\u65b9\u6cd5\u3002<\/section>\n<\/li>\n<\/ul>\n<p>\u5c55\u5f00\u6765\u8bf4\uff0c\u6587\u5b66\u4e66\u7c4d\u4e2d\u53ef\u80fd\u4f1a\u6d89\u53ca\u660e\u55bb\u548c\u9690\u55bb\uff0c\u7531\u4e8e\u6587\u5316\u5dee\u5f02\uff0c\u5c06\u8fd9\u4e9b\u6587\u672c\u7ffb\u8bd1\u6210\u76ee\u6807\u8bed\u8a00\u5728\u5b9e\u8df5\u4e2d\u662f\u975e\u5e38\u56f0\u96be\u7684\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u76f4\u8bd1\u5f80\u5f80\u65e0\u6cd5\u6709\u6548\u5730\u4f20\u8fbe\u9884\u671f\u7684\u542b\u4e49\u3002\u5373\u4f7f\u662f\u4e13\u4e1a\u7684\u4eba\u5de5\u7ffb\u8bd1\uff0c\u4e5f\u5fc5\u987b\u5728\u6574\u4e2a\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u4ed4\u7ec6\u8003\u8651\u5982\u4f55\u4fdd\u7559\u8bed\u4e49\u3002<\/p>\n<p>\u4e3a\u4e86\u5728 MT \u4e2d\u6a21\u62df LLM \u7684\u957f\u601d\u8003\u80fd\u529b\uff0c\u672c\u6587\u9996\u5148\u4ece\u73b0\u6709\u6587\u5b66\u4e66\u7c4d\u4e2d\u6316\u6398\u5305\u542b\u660e\u55bb\u6216\u9690\u55bb\u7684\u53e5\u5b50\uff0c\u7136\u540e\u5f00\u53d1\u51fa\u4e86\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u6846\u67b6\u901a\u8fc7\u957f\u601d\u8003\u6765\u7ffb\u8bd1\u8fd9\u4e9b\u53e5\u5b50\u3002<\/p>\n<p>\u8be5\u6846\u67b6\u6709\u4e09\u4e2a\u667a\u80fd\u4f53\uff0c\u5373\u7ffb\u8bd1\u8005\uff08translator\uff09\u3001\u987e\u95ee\uff08advisor\uff09\u548c\u8bc4\u4f30\u8005\uff08evaluator\uff09\u3002\u6570\u636e\u5408\u6210\u8fc7\u7a0b\u662f\u8fed\u4ee3\u7684\uff0c\u6bcf\u6b21\u8fed\u4ee3\u5305\u62ec\u4ee5\u4e0b\u4e09\u4e2a\u6b65\u9aa4\uff1a<\/p>\n<p>\uff081\uff09\u7ffb\u8bd1\u8005\u6839\u636e\u524d\u4e00\u6b65\u7684\u7ffb\u8bd1\u548c\u987e\u95ee\u7684\u76f8\u5e94\u6539\u8fdb\u5efa\u8bae\u751f\u6210\u65b0\u7684\u7ffb\u8bd1\uff1b<\/p>\n<p>\uff082\uff09\u987e\u95ee\u8bc4\u4f30\u5f53\u524d\u7ffb\u8bd1\u5e76\u63d0\u4f9b\u8be6\u7ec6\u53cd\u9988\uff1b<\/p>\n<p>\uff083\uff09\u8bc4\u4f30\u8005\u8bc4\u4f30\u5f53\u524d\u7ffb\u8bd1\u5e76\u4f7f\u7528\u9884\u5b9a\u4e49\u7684\u8bc4\u5206\u6807\u51c6\u7ed9\u51fa\u8bc4\u4f30\u5206\u6570\u3002\u4e00\u65e6\u8bc4\u4f30\u8005\u63d0\u4f9b\u7684\u7ffb\u8bd1\u5206\u6570\u8fbe\u5230\u9884\u5b9a\u4e49\u7684\u9608\u503c\u6216\u8fed\u4ee3\u6b21\u6570\u8fbe\u5230\u6700\u5927\u503c\uff0c\u8fed\u4ee3\u5c06\u505c\u6b62\u3002<\/p>\n<p>\u6b64\u540e\uff0c\u6bcf\u4e00\u6b65\u4e2d\u7684\u7ffb\u8bd1\u548c\u5efa\u8bae\u90fd\u53ef\u4ee5\u5f62\u6210\u957f\u601d\u8003\u7684\u673a\u5668\u7ffb\u8bd1\u6837\u672c\u3002\u4e3a\u4e86\u63d0\u9ad8\u957f\u601d\u8003\u6570\u636e\u7684\u53ef\u8bfb\u6027\u548c\u6d41\u7545\u6027\uff0c\u672c\u6587\u4f7f\u7528 GPT-4o \u6765\u91cd\u65b0\u8868\u8ff0\u957f\u601d\u8003\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u57fa\u4e8e\u6536\u96c6\u7684\u957f\u601d\u8003\u673a\u5668\u7ffb\u8bd1\u6837\u672c\uff0c\u672c\u6587\u5206\u522b\u4f7f\u7528 Qwen2.5-7B-Instruct \u548c Qwen2.5-14B-Instruct \u4f5c\u4e3a\u4e3b\u5e72\u6a21\u578b\uff0c\u5bf9 DRT-o1-7B \u548c DRT-o1-14B \u8fdb\u884c\u8bad\u7ec3\uff08SFT\uff09\u3002\u5728\u6587\u5b66\u7ffb\u8bd1\u4e0a\u7684\u5b9e\u9a8c\u7ed3\u679c\u8bc1\u660e\u4e86 DRT-o1 \u7684\u6709\u6548\u6027\u3002\u4f8b\u5982\uff0cDRT-o1-7B \u7684\u8868\u73b0\u6bd4 Qwen2.5-7B-Instruct \u9ad8\u51fa 8.26 BLEU\u30011.31 CometKiwi \u548c 3.36 CometScore\u3002\u5b83\u7684\u8868\u73b0\u4e5f\u6bd4 QwQ32B-Preview \u9ad8\u51fa 7.82 BLEU \u548c 1.46 CometScore\u3002<\/p>\n<p>\u672c\u6587\u8d21\u732e\u4e3b\u8981\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\n<section>\u63d0\u51fa DRT-o1\uff0c\u65e8\u5728\u6784\u5efa\u5177\u6709\u957f\u601d\u8003\u673a\u5668\u7ffb\u8bd1\u80fd\u529b\u7684 LLM\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u672c\u6587\u6316\u6398\u4e86\u5e26\u6709\u660e\u55bb\u6216\u9690\u55bb\u7684\u6587\u5b66\u53e5\u5b50\uff0c\u5e76\u6536\u96c6\u5177\u6709\u957f\u601d\u8003\u8fc7\u7a0b\u7684\u673a\u5668\u7ffb\u8bd1\u6837\u672c\uff1b<\/section>\n<\/li>\n<li>\n<section>\u4e3a\u4e86\u5408\u6210\u957f\u601d\u8003\u673a\u5668\u7ffb\u8bd1\u6837\u672c\uff0c\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u5176\u4e2d\u5305\u62ec\u7ffb\u8bd1\u8005\u3001\u987e\u95ee\u548c\u8bc4\u4f30\u8005\u3002\u8fd9\u4e09\u4e2a\u667a\u80fd\u4f53\u4ee5\u8fed\u4ee3\u65b9\u5f0f\u534f\u4f5c\uff0c\u5728\u673a\u5668\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u4ea7\u751f\u957f\u601d\u8003\u3002\u6700\u540e\uff0c\u4f7f\u7528 GPT4o \u8fdb\u4e00\u6b65\u63d0\u9ad8\u5408\u6210\u957f\u601d\u8003\u673a\u5668\u7ffb\u8bd1\u6837\u672c\u7684\u8d28\u91cf\uff1b<\/section>\n<\/li>\n<li>\n<section>\u5728\u6587\u5b66\u7ffb\u8bd1\u4e0a\u7684\u5b9e\u9a8c\u7ed3\u679c\u9a8c\u8bc1\u4e86 DRT-o1 \u7684\u6709\u6548\u6027\uff0c\u901a\u8fc7\u957f\u601d\u8003\uff0cLLM \u53ef\u4ee5\u5728\u673a\u5668\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5b66\u4f1a\u601d\u8003\u3002<\/section>\n<\/li>\n<\/ul>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-15db116d1f7de46e70a0e85dad966b39.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-15db116d1f7de46e70a0e85dad966b39.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aDRT-o1: Optimized Deep Reasoning Translation via Long Chain-of-Thought<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2412.17498<\/section>\n<\/li>\n<li>\n<section>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/github.com\/krystalan\/DRT-o1<\/section>\n<\/li>\n<\/ul>\n<p><strong>DRT-o1 \u6570\u636e<\/strong><\/p>\n<p>\u8bba\u6587\u4ee5\u82f1\u8bd1\u6c49\u4e3a\u7814\u7a76\u5bf9\u8c61\uff0c\u5728\u672c\u8282\u4e2d\u901a\u8fc7\u4e09\u4e2a\u6b65\u9aa4\u4ecb\u7ecd\u5982\u4f55\u6536\u96c6 DRT-o1 \u8bad\u7ec3\u6570\u636e\uff1a<\/p>\n<p>\uff081\uff09\u6536\u96c6\u5728\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u5f80\u5f80\u9700\u8981\u957f\u65f6\u95f4\u601d\u8003\u7684\u82f1\u8bed\u53e5\u5b50\uff08\u00a7 2.1\uff09\uff1b<\/p>\n<p>\uff082\uff09\u901a\u8fc7\u8bbe\u8ba1\u7684\u591a\u667a\u80fd\u4f53\u6846\u67b6\u5bf9\u6536\u96c6\u5230\u7684\u53e5\u5b50\u8fdb\u884c\u957f\u65f6\u95f4\u601d\u8003\u7ffb\u8bd1\u8fc7\u7a0b\u7684\u5408\u6210\uff08\u00a7 2.2\uff09\uff1b<\/p>\n<p>\uff083\uff09\u6539\u8fdb\u957f\u65f6\u95f4\u601d\u8003\u5185\u5bb9\u7684\u53ef\u8bfb\u6027\u548c\u6d41\u7545\u6027\uff0c\u5f62\u6210\u6700\u7ec8\u7684\u957f\u65f6\u95f4\u601d\u8003 MT \u6837\u672c\uff08\u00a7 2.3\uff09\u3002<\/p>\n<p>\u6700\u540e\uff0c\u5bf9\u6536\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u7edf\u8ba1\uff0c\u52a0\u6df1\u7406\u89e3\uff08\u00a7 2.4\uff09\u3002<\/p>\n<p><strong>\u6587\u5b66\u56fe\u4e66\u6316\u6398<\/strong><\/p>\n<p>\u7814\u7a76\u8005\u5229\u7528\u4e86\u53e4\u817e\u5821\u8ba1\u5212\u516c\u5171\u9886\u57df\u4e66\u7c4d\u5e93\u4e2d\u7684\u6587\u5b66\u4e66\u7c4d\uff0c\u8fd9\u4e9b\u4e66\u7c4d\u901a\u5e38\u6709 50 \u591a\u5e74\u7684\u5386\u53f2\uff0c\u5176\u7248\u6743\u5df2\u8fc7\u671f\u3002\u4ed6\u4eec\u5229\u7528\u4e86\u5927\u7ea6 400 \u672c\u82f1\u6587\u4e66\u7c4d\u6765\u6316\u6398\u542b\u6709\u6bd4\u55bb\u6216\u9690\u55bb\u7684\u53e5\u5b50\u3002<\/p>\n<p>\u9996\u5148\uff0c\u4ece\u8fd9\u4e9b\u4e66\u7c4d\u4e2d\u63d0\u53d6\u6240\u6709\u53e5\u5b50\uff0c\u5e76\u8fc7\u6ee4\u6389\u592a\u77ed\u6216\u592a\u957f\u7684\u53e5\u5b50\uff0c\u5373\u5c11\u4e8e 10 \u4e2a\u5355\u8bcd\u6216\u591a\u4e8e 100 \u4e2a\u5355\u8bcd\u7684\u53e5\u5b50\uff0c\u6700\u7ec8\u5f97\u5230 577.6K \u4e2a\u6587\u5b66\u53e5\u5b50\u3002<\/p>\n<p>\u5176\u6b21\uff0c\u5bf9\u4e8e\u6bcf\u4e2a\u53e5\u5b50\uff0c\u4f7f\u7528 Qwen2.5-72B-Instruct \u6765\u5224\u65ad\u8be5\u53e5\u5b50\u662f\u5426\u5305\u542b\u6bd4\u55bb\u6216\u9690\u55bb\uff0c\u5e76\u820d\u5f03\u4e0d\u5305\u542b\u6bd4\u55bb\u6216\u9690\u55bb\u7684\u53e5\u5b50\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u5bf9\u4e8e\u5269\u4e0b\u7684\u53e5\u5b50\uff0c\u8ba9 Qwen2.5-72B-Instruct \u5c06\u5176\u76f4\u8bd1\u4e3a\u4e2d\u6587\uff0c\u7136\u540e\u5224\u65ad\u8bd1\u6587\u662f\u5426\u7b26\u5408\u6bcd\u8bed\u4e3a\u4e2d\u6587\u7684\u4eba\u7684\u4e60\u60ef\u3002\u5982\u679c\u7b54\u6848\u662f\u5426\u5b9a\u7684\uff0c\u5219\u4fdd\u7559\u76f8\u5e94\u7684\u53e5\u5b50\uff0c\u5c06\u5176\u89c6\u4e3a\u300c\u9002\u5408\u957f\u601d\u8003\u7ffb\u8bd1\u300d\u3002<\/p>\n<p>\u8fd9\u6837\uff0c\u6700\u7ec8\u4ece 577.6K \u4e2a\u6d89\u53ca\u6bd4\u55bb\u6216\u9690\u55bb\u7684\u6587\u5b66\u53e5\u5b50\u4e2d\u6536\u96c6\u4e86 63K \u4e2a\u76f4\u8bd1\u4e5f\u6709\u7f3a\u9677\u7684\u53e5\u5b50\uff0c\u79f0\u4e3a\u9884\u6536\u96c6\u53e5\u5b50\u3002<\/p>\n<p><strong>\u591a\u667a\u80fd\u4f53\u6846\u67b6<\/strong><\/p>\n<p>\u5bf9\u4e8e\u6bcf\u4e2a\u9884\u5148\u6536\u96c6\u7684\u53e5\u5b50\uff08\u7528 s \u8868\u793a\uff09\uff0c\u7814\u7a76\u8005\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u591a\u667a\u80fd\u4f53\u6846\u67b6\uff0c\u901a\u8fc7\u957f\u65f6\u95f4\u7684\u601d\u8003\u5c06\u5176\u4ece\u82f1\u6587\u7ffb\u8bd1\u6210\u4e2d\u6587\u3002\u5982\u56fe 1 \u6240\u793a\uff0c\u6846\u67b6\u5305\u62ec\u4e09\u4e2a\u667a\u80fd\u4f53\uff1a\u7ffb\u8bd1\u8005\u3001\u987e\u95ee\u548c\u8bc4\u4f30\u8005\u3002\u5408\u6210\u8fc7\u7a0b\u5982\u4e0b\uff1a<\/p>\n<p>(1) \u8bcd\u8bed\u7ea7\u7ffb\u8bd1\u3002<\/p>\n<p>(2) \u521d\u6b65\u7ffb\u8bd1\u3002<\/p>\n<p>(3) \u7ffb\u8bd1\u5b8c\u5584\u5faa\u73af\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-324873918dcf9c247d5e0d31c52e62c3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-324873918dcf9c247d5e0d31c52e62c3.png\"><\/a><\/p>\n<p><strong>\u957f\u601d\u8003\u91cd\u914d\u65b9<\/strong><\/p>\n<p>\u7ecf\u8fc7\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff0c\u5f97\u5230\u4e86\u4e00\u4e2a\u6f2b\u957f\u7684\u601d\u8003\u8fc7\u7a0b\uff1a<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-88a5226551318fb4200168fee11c2e55.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-88a5226551318fb4200168fee11c2e55.png\"><\/a><\/p>\n<p>\u5176\u4e2d\uff0cP (s) \u8868\u793a s \u7684\u591a\u667a\u80fd\u4f53\u601d\u8003\u8fc7\u7a0b\uff0cm \u4e3a\u8fed\u4ee3\u6b65\u6570\u3002\u4e3a\u4e86\u5f3a\u8c03\u6709\u6548\u7684\u601d\u7ef4\u8fc7\u7a0b\uff0c\u6ca1\u6709\u5206\u6570\u53d8\u5316\u7684\u7ffb\u8bd1\u5c06\u88ab\u5220\u9664\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u5982\u679c s^i \u7b49\u4e8e s^(i-1)\uff08i = 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CometScore \u65b9\u9762\u4f18\u4e8e Qwen2.5-14B-Instruct\u3002\u6b64\u5916\uff0cDRT-o1-14B \u5728\u6240\u6709\u6307\u6807\u65b9\u9762\u90fd\u53d6\u5f97\u4e86\u6700\u4f73\u7ed3\u679c\uff0c\u663e\u793a\u4e86\u957f\u601d\u8003\u5728\u673a\u5668\u7ffb\u8bd1\u4e2d\u7684\u6709\u6548\u6027\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0cad95c37ba6af32bd70ffd29b745f77.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/12\/frc-0cad95c37ba6af32bd70ffd29b745f77.png\"><\/a><\/p>\n<p>\u56fe 3 \u663e\u793a\u4e86 DRT-o1-14B \u7684\u4e00\u4e2a\u793a\u4f8b\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u8be5\u6a21\u578b\u5b66\u4e60\u4e86\u6536\u96c6\u7684\u6570\u636e\u7684\u601d\u7ef4\u8fc7\u7a0b\u3002DRT-o1-14B 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target=\"_blank\">\u5f15\u5165\u957f\u601d\u7ef4\u94fe\uff01\u5fae\u4fe1\u57fa\u4e8e\u963f\u91cc\u5343\u95ee\u5927\u6a21\u578b\u641e\u51fa\u4e2a\u7ffb\u8bd1\u7248o1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u5f15\u5165\u957f\u601d\u7ef4\u94fe\uff01\u5fae\u4fe1\u57fa\u4e8e 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